Bayesian Health

Product Manager

• The role of a Product Manager at Bayesian is to maximize value for our health system customers over a 1-year time horizon, ensuring our platform is an indispensable part of their standard of care every year.
• Opportunity Assessment: review existing clinical literature and work with health system executives to understand their goals and validate a new module’s business case.
• 0->1 PM: define the product vision, north star metrics, ROI drivers, and user stories with input from internal and external clinicians.
• Rapid Prototyping: Use Cursor, Claude Code, or Codex CLI to build an interactive proof-of-concept. Iterate with end users to build trust and identify points of friction.
• Product deployment: Partner with engineering, research, and the customer’s integration team to get the module deployed. Collaborate with research to define data requirements for model training and ground truth for model evals. Scope workflow requirements with the client and our engineering team.
• 1-> n PM: The module is live and impacting patient care, now you must continue shipping to drive adoption and ROI. Analyze usage, debug process or institutional barriers to adoption, and continue speaking to end users to understand pain points. Guide the tech team and the client to ensure the module maximizes value for the customer.

Artificial Intelligence

• Set the technical vision and strategy for Bayesian Health's machine learning organization while building and leading a high-performing team of data scientists and ML engineers.
• Partner deeply with Engineering to architect scalable data warehousing and ML infrastructure that enables rapid model development and reliable production deployment.
• Roll up your sleeves on critical IC work: prototyping models, evaluating system performance, and debugging production issues.
• Build, mentor, and scale a world-class AI/ML team, establishing technical standards, career development frameworks, and a culture of excellence and ownership.
• Define and execute the ML roadmap while partnering closely with Engineering to architect data warehousing solutions, ML infrastructure, and data pipelines that enable the team to rapidly prototype and deploy models at scale.
• Contribute directly to critical modeling, evaluation, and analysis work, ensuring the team ships high-quality ML systems that deliver measurable clinical impact.
• Collaborate with Engineering, Product, and Clinical to translate complex clinical workflows into ML opportunities, and communicate model performance and impact to technical and non-technical stakeholders including customers and investors.

Director of AI/ML

Full-stack Engineer

• Lead the integration of our clinical AI platform and application with our health system clients’ electronic health records (EHR).
• Work with the client to understand the best integration strategy, and own the planning and execution of the project end-to-end.
• Develop frameworks and tooling to increase efficiency and velocity of client implementations.
• Create and execute testing plans to ensure smooth and timely integrations.
• Partner with the Director of Engineering to define hiring strategy for future Forward Deployed Software Engineer hires.
• Work closely with Client Success, Clinical, Product, and Data Science to drive alignment and deliver impactful technology that saves lives.

Senior Forward Deployed Software Engineer, Full Stack

• Lead the development of clinical AI/ML product analytics infrastructure, frameworks, and tools to enable client success.
• Partner with client success and clinical product subject matter experts to implement infrastructure, queries, and automation to monitor KPIs and success metrics.
• Build frameworks and tools for clinical reviews and investigations of reported cases.
• Propose and implement foundational improvements for data platform scalability and team analytics capabilities.
• Drive product analytics development cross-functionally with various teams.

Product Manager

Director of AI/ML

Senior Forward Deployed Software Engineer, Full Stack

Senior Software Engineer, Analytics